Early exposure to real-world AI/ML use cases.
Freedom to experiment without heavy process overhead.
Fast learning curve for self-driven engineers.
Opportunity to take ownership beyond formal role boundaries.
Minimal bureaucracy in day-to-day technical work.
Cons
Weak senior leadership bench; lack of experienced guidance.
Founder-driven micromanagement with shifting priorities.
High initiative churn; many ideas, few completed properly.
Overemphasis on visibility (CC culture) over accountability.
Unsustainable workload and unclear long-term growth pat